CS2750
MACHINE LEARNING
Fall 2026 ✓Spring 2027 ✗Summer 2027 ✗
Typically offered: Spring. From Pitt's class search as of Oct 25, 2026. Confirm in PeopleSoft when enrolling.
Course DescriptionThis course will give an overview of many techniques and algorithms in machine learning, beginning with topics such as linear and logistic regression, multi-layer neural networks and ending up with more recent topics such as boosting and support vector machines. The basic ideas and intuition behind modern machine learning methods, as well as, a more formal understanding of how and why they work will be covered. Students will have an opportunity to experiment with various machine learning techniques or apply them to a selected problem or domain in the context of a term project.
Credits:3
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